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Identification of microRNAs involved in pathways which characterize the expression subtypes of NSCLC
Dysregulation of microRNAs is a common mechanism in the development of lung cancer, but the relationship between microRNAs and expression subtypes in non‐small‐cell lung cancer (NSCLC) is poorly explored. Here, we analyzed microRNA expression from 241 NSCLC samples and correlated this with the expre...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6887593/ https://www.ncbi.nlm.nih.gov/pubmed/31505091 http://dx.doi.org/10.1002/1878-0261.12571 |
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author | Halvorsen, Ann Rita Ragle Aure, Miriam Õjlert, Åsa Kristina Brustugun, Odd Terje Solberg, Steinar Nebdal, Daniel Helland, Åslaug |
author_facet | Halvorsen, Ann Rita Ragle Aure, Miriam Õjlert, Åsa Kristina Brustugun, Odd Terje Solberg, Steinar Nebdal, Daniel Helland, Åslaug |
author_sort | Halvorsen, Ann Rita |
collection | PubMed |
description | Dysregulation of microRNAs is a common mechanism in the development of lung cancer, but the relationship between microRNAs and expression subtypes in non‐small‐cell lung cancer (NSCLC) is poorly explored. Here, we analyzed microRNA expression from 241 NSCLC samples and correlated this with the expression subtypes of adenocarcinomas (AD) and squamous cell carcinomas (SCC) to identify microRNAs specific for each subtype. Gene set variation analysis and the hallmark gene set were utilized to calculate gene set scores specific for each sample, and these were further correlated with the expression of the subtype‐specific microRNAs. In ADs, we identified nine aberrantly regulated microRNAs in the terminal respiratory unit (TRU), three in the proximal inflammatory (PI), and nine in the proximal proliferative subtype (PP). In SCCs, 1, 5, 5, and 9 microRNAs were significantly dysregulated in the basal, primitive, classical, and secretory subtypes, respectively. The subtype‐specific microRNAs were highly correlated to specific gene sets, and a distinct pattern of biological processes with high immune activity for the AD PI and SCC secretory subtypes, and upregulation of cell cycle‐related processes in AD PP, SCC primitive, and SCC classical subtypes were found. Several in silico predicted targets within the gene sets were identified for the subtype‐specific microRNAs, underpinning the findings. The results were significantly validated in the LUAD (n = 492) and LUSC (n = 380) TCGA dataset (False discovery rates‐corrected P‐value < 0.05). Our study provides novel insight into how expression subtypes determined with discrete biological processes may be regulated by subtype‐specific microRNAs. These results may have importance for the development of combinatory therapeutic strategies for lung cancer patients. |
format | Online Article Text |
id | pubmed-6887593 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-68875932019-12-09 Identification of microRNAs involved in pathways which characterize the expression subtypes of NSCLC Halvorsen, Ann Rita Ragle Aure, Miriam Õjlert, Åsa Kristina Brustugun, Odd Terje Solberg, Steinar Nebdal, Daniel Helland, Åslaug Mol Oncol Research Articles Dysregulation of microRNAs is a common mechanism in the development of lung cancer, but the relationship between microRNAs and expression subtypes in non‐small‐cell lung cancer (NSCLC) is poorly explored. Here, we analyzed microRNA expression from 241 NSCLC samples and correlated this with the expression subtypes of adenocarcinomas (AD) and squamous cell carcinomas (SCC) to identify microRNAs specific for each subtype. Gene set variation analysis and the hallmark gene set were utilized to calculate gene set scores specific for each sample, and these were further correlated with the expression of the subtype‐specific microRNAs. In ADs, we identified nine aberrantly regulated microRNAs in the terminal respiratory unit (TRU), three in the proximal inflammatory (PI), and nine in the proximal proliferative subtype (PP). In SCCs, 1, 5, 5, and 9 microRNAs were significantly dysregulated in the basal, primitive, classical, and secretory subtypes, respectively. The subtype‐specific microRNAs were highly correlated to specific gene sets, and a distinct pattern of biological processes with high immune activity for the AD PI and SCC secretory subtypes, and upregulation of cell cycle‐related processes in AD PP, SCC primitive, and SCC classical subtypes were found. Several in silico predicted targets within the gene sets were identified for the subtype‐specific microRNAs, underpinning the findings. The results were significantly validated in the LUAD (n = 492) and LUSC (n = 380) TCGA dataset (False discovery rates‐corrected P‐value < 0.05). Our study provides novel insight into how expression subtypes determined with discrete biological processes may be regulated by subtype‐specific microRNAs. These results may have importance for the development of combinatory therapeutic strategies for lung cancer patients. John Wiley and Sons Inc. 2019-09-22 2019-12 /pmc/articles/PMC6887593/ /pubmed/31505091 http://dx.doi.org/10.1002/1878-0261.12571 Text en © 2019 The Authors. Published by FEBS Press and John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Halvorsen, Ann Rita Ragle Aure, Miriam Õjlert, Åsa Kristina Brustugun, Odd Terje Solberg, Steinar Nebdal, Daniel Helland, Åslaug Identification of microRNAs involved in pathways which characterize the expression subtypes of NSCLC |
title | Identification of microRNAs involved in pathways which characterize the expression subtypes of NSCLC |
title_full | Identification of microRNAs involved in pathways which characterize the expression subtypes of NSCLC |
title_fullStr | Identification of microRNAs involved in pathways which characterize the expression subtypes of NSCLC |
title_full_unstemmed | Identification of microRNAs involved in pathways which characterize the expression subtypes of NSCLC |
title_short | Identification of microRNAs involved in pathways which characterize the expression subtypes of NSCLC |
title_sort | identification of micrornas involved in pathways which characterize the expression subtypes of nsclc |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6887593/ https://www.ncbi.nlm.nih.gov/pubmed/31505091 http://dx.doi.org/10.1002/1878-0261.12571 |
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